Overview
Brought to you by YData
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 247903 |
| Missing cells | 13591 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.2 MiB |
| Average record size in memory | 144.5 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
Pollen_analysis is highly overall correlated with Price | High correlation |
Price is highly overall correlated with Pollen_analysis | High correlation |
Reproduction
| Analysis started | 2024-11-20 09:48:12.818245 |
|---|---|
| Analysis finished | 2024-11-20 09:48:56.079745 |
| Duration | 43.26 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
CS
Real number (ℝ)
| Distinct | 901 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1388 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4995229 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.45 |
| Q1 | 3.26 |
| median | 5.5 |
| Q3 | 7.74 |
| 95-th percentile | 9.55 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4.48 |
Descriptive statistics
| Standard deviation | 2.5939109 |
|---|---|
| Coefficient of variation (CV) | 0.47166107 |
| Kurtosis | -1.1964186 |
| Mean | 5.4995229 |
| Median Absolute Deviation (MAD) | 2.24 |
| Skewness | 0.00034491835 |
| Sum | 1355714.9 |
| Variance | 6.7283738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.84 | 329 | 0.1% |
| 2.81 | 323 | 0.1% |
| 4.61 | 320 | 0.1% |
| 4.58 | 320 | 0.1% |
| 3.68 | 319 | 0.1% |
| 9.25 | 316 | 0.1% |
| 8.38 | 315 | 0.1% |
| 8.6 | 314 | 0.1% |
| 3.02 | 313 | 0.1% |
| 7.02 | 312 | 0.1% |
| Other values (891) | 243334 | |
| (Missing) | 1388 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 141 | |
| 1.01 | 225 | |
| 1.02 | 258 | |
| 1.03 | 274 | |
| 1.04 | 250 | |
| 1.05 | 277 | |
| 1.06 | 267 | |
| 1.07 | 297 | |
| 1.08 | 284 | |
| 1.09 | 263 |
| Value | Count | Frequency (%) |
| 10 | 126 | |
| 9.99 | 255 | |
| 9.98 | 272 | |
| 9.97 | 255 | |
| 9.96 | 281 | |
| 9.95 | 257 | |
| 9.94 | 281 | |
| 9.93 | 275 | |
| 9.92 | 275 | |
| 9.91 | 258 |
Density
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1363 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5355293 |
| Minimum | 1.21 |
|---|---|
| Maximum | 1.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1.21 |
|---|---|
| 5-th percentile | 1.24 |
| Q1 | 1.37 |
| median | 1.54 |
| Q3 | 1.7 |
| 95-th percentile | 1.83 |
| Maximum | 1.86 |
| Range | 0.65 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 0.18781733 |
|---|---|
| Coefficient of variation (CV) | 0.12231439 |
| Kurtosis | -1.2004232 |
| Mean | 1.5355293 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | -0.00083301322 |
| Sum | 378569.4 |
| Variance | 0.035275351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.84 | 3912 | 1.6% |
| 1.35 | 3909 | 1.6% |
| 1.29 | 3902 | 1.6% |
| 1.49 | 3881 | 1.6% |
| 1.76 | 3879 | 1.6% |
| 1.53 | 3876 | 1.6% |
| 1.78 | 3872 | 1.6% |
| 1.77 | 3870 | 1.6% |
| 1.38 | 3854 | 1.6% |
| 1.62 | 3846 | 1.6% |
| Other values (56) | 207739 |
| Value | Count | Frequency (%) |
| 1.21 | 1893 | |
| 1.22 | 3770 | |
| 1.23 | 3781 | |
| 1.24 | 3702 | |
| 1.25 | 3765 | |
| 1.26 | 3828 | |
| 1.27 | 3668 | |
| 1.28 | 3772 | |
| 1.29 | 3902 | |
| 1.3 | 3837 |
| Value | Count | Frequency (%) |
| 1.86 | 1963 | |
| 1.85 | 3787 | |
| 1.84 | 3912 | |
| 1.83 | 3756 | |
| 1.82 | 3818 | |
| 1.81 | 3768 | |
| 1.8 | 3829 | |
| 1.79 | 3803 | |
| 1.78 | 3872 | |
| 1.77 | 3870 |
WC
Real number (ℝ)
| Distinct | 1301 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1351 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.502084 |
| Minimum | 12 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 12.65 |
| Q1 | 15.26 |
| median | 18.51 |
| Q3 | 21.75 |
| 95-th percentile | 24.34 |
| Maximum | 25 |
| Range | 13 |
| Interquartile range (IQR) | 6.49 |
Descriptive statistics
| Standard deviation | 3.7485739 |
|---|---|
| Coefficient of variation (CV) | 0.20260279 |
| Kurtosis | -1.1994719 |
| Mean | 18.502084 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | -0.0025122762 |
| Sum | 4561725.8 |
| Variance | 14.051806 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.35 | 237 | 0.1% |
| 13.69 | 232 | 0.1% |
| 20.81 | 232 | 0.1% |
| 18.83 | 230 | 0.1% |
| 20.39 | 230 | 0.1% |
| 17.47 | 228 | 0.1% |
| 20.09 | 226 | 0.1% |
| 23.73 | 225 | 0.1% |
| 12.84 | 225 | 0.1% |
| 23.44 | 225 | 0.1% |
| Other values (1291) | 244262 | |
| (Missing) | 1351 | 0.5% |
| Value | Count | Frequency (%) |
| 12 | 111 | |
| 12.01 | 184 | |
| 12.02 | 192 | |
| 12.03 | 195 | |
| 12.04 | 185 | |
| 12.05 | 219 | |
| 12.06 | 205 | |
| 12.07 | 177 | |
| 12.08 | 183 | |
| 12.09 | 186 |
| Value | Count | Frequency (%) |
| 25 | 114 | |
| 24.99 | 185 | |
| 24.98 | 196 | |
| 24.97 | 174 | |
| 24.96 | 181 | |
| 24.95 | 186 | |
| 24.94 | 207 | |
| 24.93 | 200 | |
| 24.92 | 173 | |
| 24.91 | 204 |
pH
Real number (ℝ)
| Distinct | 501 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1364 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9958927 |
| Minimum | 2.5 |
|---|---|
| Maximum | 7.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 2.75 |
| Q1 | 3.74 |
| median | 4.99 |
| Q3 | 6.25 |
| 95-th percentile | 7.25 |
| Maximum | 7.5 |
| Range | 5 |
| Interquartile range (IQR) | 2.51 |
Descriptive statistics
| Standard deviation | 1.4442264 |
|---|---|
| Coefficient of variation (CV) | 0.28908274 |
| Kurtosis | -1.2015603 |
| Mean | 4.9958927 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | 0.0029723348 |
| Sum | 1231682.4 |
| Variance | 2.0857898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.89 | 572 | 0.2% |
| 6.62 | 571 | 0.2% |
| 6.85 | 563 | 0.2% |
| 6.83 | 555 | 0.2% |
| 5.18 | 552 | 0.2% |
| 2.81 | 551 | 0.2% |
| 2.72 | 549 | 0.2% |
| 7.47 | 548 | 0.2% |
| 7.45 | 544 | 0.2% |
| 3.23 | 544 | 0.2% |
| Other values (491) | 240990 | |
| (Missing) | 1364 | 0.6% |
| Value | Count | Frequency (%) |
| 2.5 | 251 | |
| 2.51 | 519 | |
| 2.52 | 499 | |
| 2.53 | 497 | |
| 2.54 | 496 | |
| 2.55 | 524 | |
| 2.56 | 484 | |
| 2.57 | 495 | |
| 2.58 | 460 | |
| 2.59 | 465 |
| Value | Count | Frequency (%) |
| 7.5 | 250 | |
| 7.49 | 477 | |
| 7.48 | 513 | |
| 7.47 | 548 | |
| 7.46 | 481 | |
| 7.45 | 544 | |
| 7.44 | 503 | |
| 7.43 | 448 | |
| 7.42 | 479 | |
| 7.41 | 503 |
EC
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1317 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.79996971 |
| Minimum | 0.7 |
|---|---|
| Maximum | 0.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 0.71 |
| Q1 | 0.75 |
| median | 0.8 |
| Q3 | 0.85 |
| 95-th percentile | 0.89 |
| Maximum | 0.9 |
| Range | 0.2 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.057914835 |
|---|---|
| Coefficient of variation (CV) | 0.072396285 |
| Kurtosis | -1.1875249 |
| Mean | 0.79996971 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 0.0007872853 |
| Sum | 197261.33 |
| Variance | 0.0033541281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.78 | 12488 | 5.0% |
| 0.77 | 12452 | 5.0% |
| 0.72 | 12430 | 5.0% |
| 0.86 | 12394 | 5.0% |
| 0.74 | 12390 | 5.0% |
| 0.87 | 12362 | 5.0% |
| 0.82 | 12355 | 5.0% |
| 0.89 | 12345 | 5.0% |
| 0.75 | 12343 | 5.0% |
| 0.8 | 12343 | 5.0% |
| Other values (11) | 122684 |
| Value | Count | Frequency (%) |
| 0.7 | 6319 | |
| 0.71 | 12206 | |
| 0.72 | 12430 | |
| 0.73 | 12210 | |
| 0.74 | 12390 | |
| 0.75 | 12343 | |
| 0.76 | 12136 | |
| 0.77 | 12452 | |
| 0.78 | 12488 | |
| 0.79 | 12248 |
| Value | Count | Frequency (%) |
| 0.9 | 6228 | |
| 0.89 | 12345 | |
| 0.88 | 12247 | |
| 0.87 | 12362 | |
| 0.86 | 12394 | |
| 0.85 | 12302 | |
| 0.84 | 12205 | |
| 0.83 | 12252 | |
| 0.82 | 12355 | |
| 0.81 | 12331 |
F
Real number (ℝ)
| Distinct | 3001 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1372 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.970109 |
| Minimum | 20 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 21.48 |
| Q1 | 27.46 |
| median | 34.97 |
| Q3 | 42.47 |
| 95-th percentile | 48.48 |
| Maximum | 50 |
| Range | 30 |
| Interquartile range (IQR) | 15.01 |
Descriptive statistics
| Standard deviation | 8.6562706 |
|---|---|
| Coefficient of variation (CV) | 0.24753342 |
| Kurtosis | -1.1990631 |
| Mean | 34.970109 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 0.00090201583 |
| Sum | 8621216 |
| Variance | 74.931021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.98 | 115 | < 0.1% |
| 20.33 | 112 | < 0.1% |
| 46.66 | 112 | < 0.1% |
| 27.61 | 111 | < 0.1% |
| 31.37 | 111 | < 0.1% |
| 31.9 | 111 | < 0.1% |
| 48.76 | 110 | < 0.1% |
| 36.2 | 109 | < 0.1% |
| 42.15 | 109 | < 0.1% |
| 26.51 | 109 | < 0.1% |
| Other values (2991) | 245422 | |
| (Missing) | 1372 | 0.6% |
| Value | Count | Frequency (%) |
| 20 | 37 | |
| 20.01 | 82 | |
| 20.02 | 87 | |
| 20.03 | 80 | |
| 20.04 | 77 | |
| 20.05 | 86 | |
| 20.06 | 82 | |
| 20.07 | 74 | |
| 20.08 | 82 | |
| 20.09 | 75 |
| Value | Count | Frequency (%) |
| 50 | 44 | |
| 49.99 | 103 | |
| 49.98 | 82 | |
| 49.97 | 81 | |
| 49.96 | 77 | |
| 49.95 | 88 | |
| 49.94 | 77 | |
| 49.93 | 87 | |
| 49.92 | 77 | |
| 49.91 | 73 |
G
Real number (ℝ)
| Distinct | 2501 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 1357 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.50228 |
| Minimum | 20 |
|---|---|
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 21.24 |
| Q1 | 26.23 |
| median | 32.5 |
| Q3 | 38.76 |
| 95-th percentile | 43.75 |
| Maximum | 45 |
| Range | 25 |
| Interquartile range (IQR) | 12.53 |
Descriptive statistics
| Standard deviation | 7.2266721 |
|---|---|
| Coefficient of variation (CV) | 0.22234354 |
| Kurtosis | -1.2023656 |
| Mean | 32.50228 |
| Median Absolute Deviation (MAD) | 6.26 |
| Skewness | -0.00058428499 |
| Sum | 8013307.2 |
| Variance | 52.22479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.71 | 131 | 0.1% |
| 43.52 | 131 | 0.1% |
| 39.45 | 130 | 0.1% |
| 37.59 | 130 | 0.1% |
| 21.89 | 128 | 0.1% |
| 33.74 | 128 | 0.1% |
| 22.71 | 127 | 0.1% |
| 20.46 | 126 | 0.1% |
| 33.01 | 126 | 0.1% |
| 43.28 | 126 | 0.1% |
| Other values (2491) | 245263 | |
| (Missing) | 1357 | 0.5% |
| Value | Count | Frequency (%) |
| 20 | 42 | < 0.1% |
| 20.01 | 105 | |
| 20.02 | 105 | |
| 20.03 | 103 | |
| 20.04 | 92 | |
| 20.05 | 97 | |
| 20.06 | 87 | |
| 20.07 | 89 | |
| 20.08 | 111 | |
| 20.09 | 99 |
| Value | Count | Frequency (%) |
| 45 | 49 | |
| 44.99 | 114 | |
| 44.98 | 94 | |
| 44.97 | 103 | |
| 44.96 | 99 | |
| 44.95 | 110 | |
| 44.94 | 102 | |
| 44.93 | 94 | |
| 44.92 | 114 | |
| 44.91 | 100 |
Pollen_analysis
Categorical
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1351 |
| Missing (%) | 0.5% |
| Memory size | 15.3 MiB |
| Eucalyptus | 13126 |
|---|---|
| Heather | 13125 |
| Avocado | 13123 |
| Thyme | 13082 |
| Sunflower | 13073 |
| Other values (14) |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 7.6328604 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Blueberry |
|---|---|
| 2nd row | Alfalfa |
| 3rd row | Chestnut |
| 4th row | Blueberry |
| 5th row | Alfalfa |
Common Values
| Value | Count | Frequency (%) |
| Eucalyptus | 13126 | 5.3% |
| Heather | 13125 | 5.3% |
| Avocado | 13123 | 5.3% |
| Thyme | 13082 | 5.3% |
| Sunflower | 13073 | 5.3% |
| Sage | 13047 | 5.3% |
| Lavender | 13029 | 5.3% |
| Blueberry | 13021 | 5.3% |
| Alfalfa | 12983 | 5.2% |
| Buckwheat | 12960 | 5.2% |
| Other values (9) | 115983 |
Length
| Value | Count | Frequency (%) |
| eucalyptus | 13126 | 5.1% |
| heather | 13125 | 5.1% |
| avocado | 13123 | 5.1% |
| thyme | 13082 | 5.0% |
| sunflower | 13073 | 5.0% |
| sage | 13047 | 5.0% |
| lavender | 13029 | 5.0% |
| blueberry | 13021 | 5.0% |
| alfalfa | 12983 | 5.0% |
| buckwheat | 12960 | 5.0% |
| Other values (10) | 128919 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 220666 | 11.7% |
| a | 194764 | 10.3% |
| r | 129774 | 6.9% |
| l | 129550 | 6.9% |
| o | 129475 | 6.9% |
| u | 103878 | 5.5% |
| t | 65079 | 3.5% |
| c | 65021 | 3.5% |
| n | 64895 | 3.4% |
| s | 64781 | 3.4% |
| Other values (25) | 714014 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1609473 | |
| Uppercase Letter | 259488 | 13.8% |
| Space Separator | 12936 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 220666 | |
| a | 194764 | |
| r | 129774 | 8.1% |
| l | 129550 | 8.0% |
| o | 129475 | 8.0% |
| u | 103878 | 6.5% |
| t | 65079 | 4.0% |
| c | 65021 | 4.0% |
| n | 64895 | 4.0% |
| s | 64781 | 4.0% |
| Other values (12) | 441590 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 51862 | |
| A | 39012 | |
| S | 26120 | |
| T | 25797 | |
| C | 25771 | |
| E | 13126 | 5.1% |
| H | 13125 | 5.1% |
| L | 13029 | 5.0% |
| W | 12938 | 5.0% |
| O | 12936 | 5.0% |
| Other values (2) | 25772 |
Space Separator
| Value | Count | Frequency (%) |
| 12936 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1868961 | |
| Common | 12936 | 0.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 220666 | 11.8% |
| a | 194764 | 10.4% |
| r | 129774 | 6.9% |
| l | 129550 | 6.9% |
| o | 129475 | 6.9% |
| u | 103878 | 5.6% |
| t | 65079 | 3.5% |
| c | 65021 | 3.5% |
| n | 64895 | 3.5% |
| s | 64781 | 3.5% |
| Other values (24) | 701078 |
Common
| Value | Count | Frequency (%) |
| 12936 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1881897 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 220666 | 11.7% |
| a | 194764 | 10.3% |
| r | 129774 | 6.9% |
| l | 129550 | 6.9% |
| o | 129475 | 6.9% |
| u | 103878 | 5.5% |
| t | 65079 | 3.5% |
| c | 65021 | 3.5% |
| n | 64895 | 3.4% |
| s | 64781 | 3.4% |
| Other values (25) | 714014 |
Viscosity
Real number (ℝ)
| Distinct | 214079 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 1329 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5752.3262 |
| Minimum | 1500.05 |
|---|---|
| Maximum | 9999.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1500.05 |
|---|---|
| 5-th percentile | 1920.708 |
| Q1 | 3627.175 |
| median | 5752.66 |
| Q3 | 7886.04 |
| 95-th percentile | 9572.8715 |
| Maximum | 9999.97 |
| Range | 8499.92 |
| Interquartile range (IQR) | 4258.865 |
Descriptive statistics
| Standard deviation | 2455.7221 |
|---|---|
| Coefficient of variation (CV) | 0.42690939 |
| Kurtosis | -1.2018505 |
| Mean | 5752.3262 |
| Median Absolute Deviation (MAD) | 2129.435 |
| Skewness | -0.0035178119 |
| Sum | 1.4183741 × 109 |
| Variance | 6030570.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1670.29 | 6 | < 0.1% |
| 6000.5 | 5 | < 0.1% |
| 7772.09 | 5 | < 0.1% |
| 9627.46 | 5 | < 0.1% |
| 8663.64 | 5 | < 0.1% |
| 6301.34 | 5 | < 0.1% |
| 3376.6 | 5 | < 0.1% |
| 4198.6 | 5 | < 0.1% |
| 6383.17 | 5 | < 0.1% |
| 6205.04 | 5 | < 0.1% |
| Other values (214069) | 246523 | |
| (Missing) | 1329 | 0.5% |
| Value | Count | Frequency (%) |
| 1500.05 | 1 | |
| 1500.06 | 1 | |
| 1500.23 | 1 | |
| 1500.24 | 1 | |
| 1500.28 | 1 | |
| 1500.3 | 1 | |
| 1500.33 | 2 | |
| 1500.35 | 1 | |
| 1500.43 | 1 | |
| 1500.45 | 1 |
| Value | Count | Frequency (%) |
| 9999.97 | 1 | < 0.1% |
| 9999.91 | 1 | < 0.1% |
| 9999.85 | 1 | < 0.1% |
| 9999.83 | 1 | < 0.1% |
| 9999.77 | 1 | < 0.1% |
| 9999.76 | 3 | |
| 9999.74 | 1 | < 0.1% |
| 9999.73 | 1 | < 0.1% |
| 9999.68 | 1 | < 0.1% |
| 9999.58 | 1 | < 0.1% |
Purity
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1399 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.82445717 |
| Minimum | 0.61 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.61 |
|---|---|
| 5-th percentile | 0.64 |
| Q1 | 0.66 |
| median | 0.82 |
| Q3 | 0.97 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.39 |
| Interquartile range (IQR) | 0.31 |
Descriptive statistics
| Standard deviation | 0.13940729 |
|---|---|
| Coefficient of variation (CV) | 0.16908979 |
| Kurtosis | -1.5211469 |
| Mean | 0.82445717 |
| Median Absolute Deviation (MAD) | 0.16 |
| Skewness | -0.071665444 |
| Sum | 203231.99 |
| Variance | 0.019434391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 52543 | |
| 0.66 | 40028 | |
| 0.82 | 26901 | |
| 0.64 | 24231 | |
| 0.8 | 16455 | 6.6% |
| 0.68 | 13755 | 5.5% |
| 0.97 | 13345 | 5.4% |
| 0.84 | 10069 | 4.1% |
| 0.95 | 6868 | 2.8% |
| 0.9 | 6301 | 2.5% |
| Other values (14) | 36008 |
| Value | Count | Frequency (%) |
| 0.61 | 3944 | 1.6% |
| 0.63 | 2014 | 0.8% |
| 0.64 | 24231 | |
| 0.66 | 40028 | |
| 0.68 | 13755 | 5.5% |
| 0.77 | 2683 | 1.1% |
| 0.79 | 1366 | 0.6% |
| 0.8 | 16455 | |
| 0.82 | 26901 | |
| 0.84 | 10069 | 4.1% |
| Value | Count | Frequency (%) |
| 1 | 52543 | |
| 0.99 | 5136 | 2.1% |
| 0.98 | 286 | 0.1% |
| 0.97 | 13345 | 5.4% |
| 0.96 | 1143 | 0.5% |
| 0.95 | 6868 | 2.8% |
| 0.94 | 2908 | 1.2% |
| 0.92 | 3617 | 1.5% |
| 0.9 | 6301 | 2.5% |
| 0.89 | 1605 | 0.6% |
Price
Real number (ℝ)
High correlation 
| Distinct | 708 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 594.80764 |
| Minimum | 128.72 |
|---|---|
| Maximum | 976.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 128.72 |
|---|---|
| 5-th percentile | 185.13 |
| Q1 | 433 |
| median | 612.96 |
| Q3 | 770.22 |
| 95-th percentile | 946.46 |
| Maximum | 976.69 |
| Range | 847.97 |
| Interquartile range (IQR) | 337.22 |
Descriptive statistics
| Standard deviation | 233.62797 |
|---|---|
| Coefficient of variation (CV) | 0.39277903 |
| Kurtosis | -0.87617561 |
| Mean | 594.80764 |
| Median Absolute Deviation (MAD) | 166.37 |
| Skewness | -0.2447019 |
| Sum | 1.474546 × 108 |
| Variance | 54582.029 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 926.3 | 5591 | 2.3% |
| 976.69 | 5543 | 2.2% |
| 612.96 | 2969 | 1.2% |
| 646.3 | 2935 | 1.2% |
| 885.99 | 2912 | 1.2% |
| 694.53 | 2873 | 1.2% |
| 603.85 | 2842 | 1.1% |
| 251.38 | 2810 | 1.1% |
| 684.45 | 2805 | 1.1% |
| 916.22 | 2798 | 1.1% |
| Other values (698) | 213825 |
| Value | Count | Frequency (%) |
| 128.72 | 207 | 0.1% |
| 132.95 | 104 | < 0.1% |
| 134 | 308 | 0.1% |
| 134.43 | 991 | |
| 138.23 | 167 | 0.1% |
| 138.65 | 489 | 0.2% |
| 139.71 | 1461 | |
| 143.93 | 705 | |
| 153.27 | 218 | 0.1% |
| 158.3 | 108 | < 0.1% |
| Value | Count | Frequency (%) |
| 976.69 | 5543 | |
| 968.87 | 596 | 0.2% |
| 966.61 | 2787 | |
| 958.87 | 262 | 0.1% |
| 957.14 | 33 | < 0.1% |
| 949.32 | 1080 | 0.4% |
| 947.26 | 17 | < 0.1% |
| 946.46 | 2748 | |
| 944.43 | 354 | 0.1% |
| 942.48 | 120 | < 0.1% |
Interactions
Correlations
| CS | Density | EC | F | G | Pollen_analysis | Price | Purity | Viscosity | WC | pH | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| CS | 1.000 | -0.001 | 0.000 | -0.003 | 0.001 | 0.000 | 0.037 | 0.078 | -0.000 | 0.001 | 0.000 |
| Density | -0.001 | 1.000 | -0.004 | 0.001 | 0.003 | 0.002 | -0.053 | -0.115 | -0.003 | -0.000 | 0.002 |
| EC | 0.000 | -0.004 | 1.000 | -0.002 | -0.002 | 0.000 | -0.000 | 0.001 | -0.002 | 0.001 | -0.001 |
| F | -0.003 | 0.001 | -0.002 | 1.000 | -0.001 | 0.000 | -0.002 | -0.001 | 0.000 | 0.001 | 0.000 |
| G | 0.001 | 0.003 | -0.002 | -0.001 | 1.000 | 0.004 | -0.004 | 0.000 | 0.001 | 0.003 | -0.000 |
| Pollen_analysis | 0.000 | 0.002 | 0.000 | 0.000 | 0.004 | 1.000 | 0.510 | 0.000 | 0.002 | 0.000 | 0.000 |
| Price | 0.037 | -0.053 | -0.000 | -0.002 | -0.004 | 0.510 | 1.000 | 0.452 | 0.011 | -0.015 | -0.108 |
| Purity | 0.078 | -0.115 | 0.001 | -0.001 | 0.000 | 0.000 | 0.452 | 1.000 | 0.022 | -0.031 | -0.231 |
| Viscosity | -0.000 | -0.003 | -0.002 | 0.000 | 0.001 | 0.002 | 0.011 | 0.022 | 1.000 | -0.001 | -0.003 |
| WC | 0.001 | -0.000 | 0.001 | 0.001 | 0.003 | 0.000 | -0.015 | -0.031 | -0.001 | 1.000 | 0.001 |
| pH | 0.000 | 0.002 | -0.001 | 0.000 | -0.000 | 0.000 | -0.108 | -0.231 | -0.003 | 0.001 | 1.000 |
Missing values
Sample
| CS | Density | WC | pH | EC | F | G | Pollen_analysis | Viscosity | Purity | Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2.81 | 1.75 | 23.04 | 6.29 | 0.76 | 39.02 | 33.63 | Blueberry | 4844.50 | 0.68 | 645.24 |
| 1 | 9.47 | 1.82 | 17.50 | 7.20 | 0.71 | 38.15 | 34.41 | Alfalfa | 6689.02 | 0.89 | 385.85 |
| 2 | 4.61 | 1.84 | 23.72 | 7.31 | 0.80 | 27.47 | 34.36 | Chestnut | 6883.60 | 0.66 | 639.64 |
| 3 | 1.77 | 1.40 | 16.61 | 4.01 | 0.78 | 31.52 | 28.15 | Blueberry | 7167.56 | 1.00 | 946.46 |
| 4 | 6.11 | 1.25 | 19.63 | 4.82 | 0.90 | 29.65 | 42.52 | Alfalfa | 5125.44 | 1.00 | 432.62 |
| 5 | 2.17 | 1.35 | 20.67 | 4.11 | 0.75 | 27.19 | 43.54 | Borage | 3967.30 | 0.80 | 593.55 |
| 6 | 7.15 | 1.57 | 13.37 | 5.79 | 0.89 | 43.38 | 44.94 | Sunflower | 7384.93 | 0.95 | 838.98 |
| 7 | 3.17 | 1.23 | 23.35 | 6.64 | 0.85 | 43.50 | 36.33 | Chestnut | 5598.87 | 0.66 | 639.64 |
| 8 | 4.98 | 1.73 | 16.60 | 6.61 | 0.74 | 22.49 | 44.74 | Orange Blossom | 8800.10 | 0.95 | 238.05 |
| 9 | 8.49 | 1.50 | 15.75 | 4.50 | 0.86 | 49.59 | 38.13 | Blueberry | 2675.60 | 0.82 | 777.84 |
| CS | Density | WC | pH | EC | F | G | Pollen_analysis | Viscosity | Purity | Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 247893 | 3.24 | 1.47 | 17.16 | 6.41 | 0.81 | 39.44 | 33.59 | Wildflower | 5717.26 | 0.89 | 287.06 |
| 247894 | 6.52 | 1.55 | 23.01 | 3.35 | 0.84 | 47.87 | 30.24 | Avocado | 8074.58 | 1.00 | 976.69 |
| 247895 | 4.32 | 1.77 | 20.78 | 6.41 | 0.89 | 20.82 | 22.39 | Wildflower | 3418.88 | 0.64 | 204.93 |
| 247896 | 1.99 | 1.68 | 15.95 | 4.89 | 0.87 | 42.14 | 28.95 | Tupelo | 1783.78 | 0.80 | 744.25 |
| 247897 | 1.34 | 1.22 | 12.72 | 3.77 | 0.72 | 23.29 | 33.15 | Lavender | 5152.58 | 0.82 | 496.27 |
| 247898 | 1.98 | 1.29 | 17.90 | 4.82 | 0.89 | 36.10 | 34.69 | Rosemary | 8261.63 | 1.00 | 754.98 |
| 247899 | 6.18 | 1.67 | 19.54 | 4.91 | 0.85 | 31.15 | 20.82 | Acacia | 6939.39 | 1.00 | 543.41 |
| 247900 | 7.78 | 1.49 | 15.78 | 5.69 | 0.73 | 44.60 | 44.07 | Chestnut | 4139.79 | 0.64 | 615.46 |
| 247901 | 5.78 | 1.74 | 14.96 | 6.81 | 0.83 | 47.19 | 37.79 | Avocado | 4417.74 | 0.97 | 949.32 |
| 247902 | 8.96 | 1.86 | 18.62 | 6.89 | 0.86 | 25.94 | 42.88 | Lavender | 8119.62 | 0.64 | 384.48 |